MOOLA, a SaaS-based operations management platform, simplifies complex workflows for scaling startups and enterprise teams. To boost internal efficiency, the client approached Oodles for AI-driven automation to handle repetitive support tasks and tool-based operations. The solution involved deploying intelligent agents through n8n to improve ticket routing and integrate with existing productivity tools.

The client sought Oodles for building a conversational AI system powered by multiple role-specific agents. Each agent will be responsible for handling a particular function—such as scheduling, file management, CRM updates, or data processing—allowing users to complete tasks simply by interacting through chat. The system will intelligently route user instructions to the appropriate agent, support collaboration between agents for multi-step workflows, and integrate with third-party tools via APIs. It will also include secure user authentication, access controls, activity logging, and monitoring.

To address the client’s need for streamlined operations and intelligent automation, a scalable multi-agent AI framework was implemented.

Key Implementations:

• Modular Multi-Agent Architecture: Designed a loosely coupled AI framework where each agent operates independently with domain-specific intelligence, ensuring targeted execution and easy scalability.
• Natural Language Workflow Automation: Enabled users to trigger tasks, access data, and manage operations through simple, natural language commands—removing friction from tool-based interactions.
• Context-Aware Conversational Interface: Integrated a unified chatbot capable of understanding user context, maintaining conversation history, and delivering relevant responses across use cases.
• LLM-Driven Intelligence Layer: Leveraged large language models (LLMs) to power intent recognition, multi-turn dialogue handling, and smart recommendations for operational workflows.
• Cross-Agent Collaboration: Enabled agents to communicate and coordinate among themselves, allowing complex tasks to be handled collectively.